[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
TARGET
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
FR_WINDPOW
-0.11
DE_WINDPOW
-0.07
FR_HYDRO
0.07
DE_NET_EXPORT
-0.07
DE_NET_IMPORT
0.07
DE_RAIN
-0.07
CARBON_RET
0.06
GAS_RET
0.06
DE_HYDRO
0.05
DE_CONSUMPTION
-0.05
DE_RESIDUAL_LOAD
0.05
DE_WIND
-0.05
FR_NET_EXPORT
-0.04
FR_NET_IMPORT
0.04
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
COUNTRY
0.00
MOST FREQUENT VALUES
0.0
7
0.8%
0.0283133812568542
1
0.1%
-1.6738783908062822
1
0.1%
-0.0114008293207926
1
0.1%
0.0031061885676728
1
0.1%
0.121494653883901
1
0.1%
-0.3359305748680092
1
0.1%
-0.2517675601286914
1
0.1%
-0.1872463659185068
1
0.1%
0.0446030585017475
1
0.1%
-0.1289572728027386
1
0.1%
-4.030636232302142
1
0.1%
-0.0355014100553671
1
0.1%
-1.9533286661051172
1
0.1%
-0.052358216045806
1
0.1%
SMALLEST VALUES
-6.519268274888724
1
0.1%
-4.041590368237281
1
0.1%
-4.030636232302142
1
0.1%
-3.8293957812592456
1
0.1%
-3.583935504111203
1
0.1%
-3.579195661060448
1
0.1%
-3.5179024077234646
1
0.1%
-3.3020496114995623
1
0.1%
-3.003988387705139
1
0.1%
-2.9184856669445987
1
0.1%
-2.788407858199928
1
0.1%
-2.667797653904165
1
0.1%
-2.540508412526976
1
0.1%
-2.514671203788687
1
0.1%
-2.4383476812689278
1
0.1%
LARGEST VALUES
7.786577856046542
1
0.1%
6.681753850368199
1
0.1%
6.094297093901249
1
0.1%
5.015579833097478
1
0.1%
4.724417783668579
1
0.1%
4.685478863137233
1
0.1%
4.632928463994622
1
0.1%
4.566602512248284
1
0.1%
4.5283094761371245
1
0.1%
4.199754624066625
1
0.1%
4.119635124210152
1
0.1%
3.9577802731540017
1
0.1%
3.739162118744492
1
0.1%
3.7386925577038665
1
0.1%
3.726678114280279
1
0.1%
ID
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DE_NUCLEAR
-0.70
FR_WIND
0.68
DE_WIND
0.66
FR_NUCLEAR
-0.59
FR_NET_EXPORT
-0.46
FR_NET_IMPORT
0.46
FR_HYDRO
-0.37
FR_SOLAR
0.36
DE_LIGNITE
-0.31
FR_RESIDUAL_LOAD
-0.26
DE_FR_EXCHANGE
0.22
FR_DE_EXCHANGE
-0.22
DE_RESIDUAL_LOAD
-0.21
FR_COAL
-0.19
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
COUNTRY
0.00
MOST FREQUENT VALUES
1054
1
0.1%
1777
1
0.1%
2126
1
0.1%
1987
1
0.1%
1779
1
0.1%
1048
1
0.1%
1673
1
0.1%
1847
1
0.1%
1890
1
0.1%
1013
1
0.1%
1153
1
0.1%
1948
1
0.1%
1645
1
0.1%
1892
1
0.1%
1678
1
0.1%
SMALLEST VALUES
933
1
0.1%
934
1
0.1%
935
1
0.1%
936
1
0.1%
937
1
0.1%
938
1
0.1%
940
1
0.1%
942
1
0.1%
944
1
0.1%
945
1
0.1%
946
1
0.1%
947
1
0.1%
950
1
0.1%
951
1
0.1%
952
1
0.1%
LARGEST VALUES
2146
1
0.1%
2145
1
0.1%
2144
1
0.1%
2143
1
0.1%
2142
1
0.1%
2141
1
0.1%
2140
1
0.1%
2139
1
0.1%
2138
1
0.1%
2137
1
0.1%
2135
1
0.1%
2134
1
0.1%
2133
1
0.1%
2131
1
0.1%
2130
1
0.1%
DAY_ID
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
DE_GAS
-0.07
ID
-0.05
DE_HYDRO
-0.05
DE_RESIDUAL_LOAD
-0.04
FR_GAS
-0.04
FR_TEMP
0.04
DE_NUCLEAR
0.04
DE_CONSUMPTION
-0.03
DE_RAIN
0.03
DE_WINDPOW
0.03
DE_NET_EXPORT
0.03
DE_NET_IMPORT
-0.03
DE_SOLAR
-0.03
TARGET
-0.03
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
COUNTRY
0.00
MOST FREQUENT VALUES
206
1
0.1%
423
1
0.1%
380
1
0.1%
1212
1
0.1%
97
1
0.1%
894
1
0.1%
282
1
0.1%
481
1
0.1%
573
1
0.1%
368
1
0.1%
224
1
0.1%
556
1
0.1%
1187
1
0.1%
595
1
0.1%
336
1
0.1%
SMALLEST VALUES
0
1
0.1%
1
1
0.1%
2
1
0.1%
3
1
0.1%
5
1
0.1%
7
1
0.1%
8
1
0.1%
11
1
0.1%
12
1
0.1%
14
1
0.1%
15
1
0.1%
16
1
0.1%
18
1
0.1%
20
1
0.1%
21
1
0.1%
LARGEST VALUES
1215
1
0.1%
1213
1
0.1%
1212
1
0.1%
1209
1
0.1%
1208
1
0.1%
1207
1
0.1%
1205
1
0.1%
1204
1
0.1%
1202
1
0.1%
1201
1
0.1%
1200
1
0.1%
1199
1
0.1%
1198
1
0.1%
1196
1
0.1%
1193
1
0.1%
COUNTRY
MISSING:
---
TOP CATEGORIES
TARGET (avg)
FR
851
100%
0.046
ALL
851
100%
0.046
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
COUNTRY
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON COUNTRY:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)